Buscar
FaST-LMM for Two-Way Epistasis Tests on High-Performance Clusters
(Mary Ann Liebert, 2018-08)
We introduce a version of the epistasis test in FaST-LMM for clusters of multithreaded processors. This new software maintains the sensitivity of the original FaST-LMM while delivering acceleration that is close to linear ...
Arquitecture-aware optimization of an hevc decoder on asymmetric multicore processors
(Springer Verlag, 2016-05)
Low-power asymmetric multicore processors (AMPs) have attracted considerable attention due to their appealing performance/power ratio for energy-constrained environments. However, these processors pose a significant ...
Supporting the refinement of clinical process models to computer-interpretable guideline models
(Springer Verlag, 2016-08)
Clinical guidelines contain recommendations on the appropriate management of patients with specific clinical conditions. A prerequisite for using clinical guidelines in information systems is to encode them in a ...
Ring-Topology Echo State Networks for ICU Sepsis Classification
(IEEE Computer Society, 2019)
Sepsis is a life threatening condition that can be treated if detected early. This paper presents a study of the application of a Ring Topology Echo State Network (ESN) algorithm to a sepsis prediction task based on ICU ...
From Biodata to Somadata
(Association for Computing Machinery (ACM), 2020)
Biosensing technologies are increasingly available as off-the-shelf products, yet for many designers, artists and non-engineers, these technologies remain difficult to design with. Through a soma design stance, we devised ...
Optimising Convolutions for Deep Learning Inference On ARM Cortex-M Processors
(Institute of Electrical and Electronics Engineers Inc., 2024-04-30)
We perform a series of optimisations on the convolution operator within the ARM CMSIS-NN library to improve the performance of deep learning tasks on Arduino development boards equipped with ARM Cortex-M4 and M7 microcontrollers. ...
Forecasting Adverse Weather Situations in the Road Network
(Institute of Electrical and Electronics Engineers (IEEE), 2016-08)
Weather is an important factor that affects traffic flow and road safety. Adverse weather situations affect the driving conditions directly; hence, drivers must be informed about the weather conditions downstream to adapt ...
Analysis of Threading Libraries for High Performance Computing
(IEEE, 2020-01-30)
With the appearance of multi-many core machines, applications and runtime systems evolved in order to exploit the new on-node concurrency that brought new software paradigms. POSIX threads (Pthreads) was widely-adopted for ...
Evaluating fault tolerance on asymmetric multicore systems-on-chip using iso-metrics
(Institution of Engineering and Technology, 2016-03)
The end of Dennard scaling has promoted low power consumption into a first-order concern for computing systems. However, conventional power conservation schemes such as voltage and frequency scaling are reaching their ...
Improving the user experience of the rCUDA remote GPU virtualization framework
(Wiley, 2014-10)
Graphics processing units (GPUs) are being increasingly embraced by the high-performance computing community as an effective way to reduce execution time by accelerating parts of their applications. remote CUDA (rCUDA) was ...